The peer-to-peer nature of Bitcoin has spurred a booming interest in mining techniques. Big data analytics is emerging as a robust tool for Bitcoin miners to enhance their operations. By analyzing vast amounts of historical data, miners can discover profitable mining approaches. This involves techniques that can estimate Bitcoin price fluctuations,